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相关概念视频

Active Filters01:25

Active Filters

677
Active filters are electronic circuits that use operational amplifiers (op-amps), resistors, and capacitors to filter out unwanted frequency components from a signal. A first-order low-pass active filter is designed to pass signals with a frequency lower than a certain cutoff frequency and attenuate frequencies higher than that cutoff frequency. The transfer function for a first-order low-pass active filter is:
677
Passive Filters01:27

Passive Filters

420
Passive filters are utilized to shape the frequency spectrum of signals across a diverse array of applications. These filters, using only passive elements like resistors (R), inductors (L), and capacitors (C), are capable of selectively allowing or blocking certain frequency ranges without the need for external power sources.
Low-Pass Filters
Low-pass filters are designed to transmit signals with frequencies lower than the cutoff frequency, ωc, and attenuate those above it. The cutoff...
420
Transient and Steady-state Response01:24

Transient and Steady-state Response

115
In control systems, test signals are essential for evaluating performance under various conditions. The ramp function is effective for systems undergoing gradual changes, while the step function is suitable for assessing systems facing sudden disturbances. For systems subjected to shock inputs, the impulse function is the most appropriate test signal.
These test signals are integral in designing control systems to exhibit two key performance aspects: transient response and steady-state...
115
RLC Circuit as a Damped Oscillator01:30

RLC Circuit as a Damped Oscillator

790
An RLC circuit combines a resistor, inductor, and capacitor, connected in a series or parallel combination.
Consider a series RLC circuit. Here, the presence of resistance in the circuit leads to energy loss due to joule heating in the resistance. Therefore, the total electromagnetic energy in the circuit is no longer constant and decreases with time. Since the magnitude of charge, current, and potential difference continuously decreases, their oscillations are said to be damped. This is...
790
Load-frequency control01:28

Load-frequency control

92
Load-frequency control (LFC) is vital for maintaining power system stability, ensuring that frequency and power flows remain within acceptable limits during load changes. Turbine-governor control eliminates rotor accelerations and decelerations following load changes. However, a steady-state frequency error persists when the change in the turbine-governor reference setting is zero. In an interconnected power system, each area agrees to export or import a scheduled amount of power through...
92
Sampling Continuous Time Signal01:11

Sampling Continuous Time Signal

176
In signal processing, a continuous-time signal can be sampled using an impulse-train sampling technique, followed by the zero-order hold method. Impulse-train sampling involves the use of a periodic impulse train, which consists of a series of delta functions spaced at regular intervals determined by the sampling period. When a continuous-time signal is multiplied by this impulse train, it generates impulses with amplitudes corresponding to the signal's values at the sampling points.
In the...
176

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相关实验视频

Updated: May 9, 2025

Measurement of Neurophysiological Signals of Ignoring and Attending Processes in Attention Control
09:37

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用于低延迟主动噪声控制的注意力循环网络.

Hao Zhang1, Ashutosh Pandey1, DeLiang Wang1,2

  • 1Department of Computer Science and Engineering, The Ohio State University, USA.

Interspeech
|May 2, 2025
PubMed
概括

本研究介绍了深度主动噪声控制 (ANC) 策略,以尽量减少处理延迟. 通过结合注意力循环网络和延迟补偿培训等方法,研究人员在ANC系统中实现了零或负算法延迟.

科学领域:

  • 信号处理 信号处理
  • 机器学习 机器学习
  • 声学 声学 在声学方面

背景情况:

  • 由于因果关系约束,处理延迟是主动噪声控制 (ANC) 系统面临的关键挑战.
  • 深度学习框架为高级ANC提供了潜力,但可以引入显著的延迟.

研究的目的:

  • 在深度学习框架 (deep ANC) 中开发和评估低延迟主动噪声控制.
  • 为了减少深度ANC系统中的算法延迟,而不会影响性能.

主要方法:

  • 采用一个时间域专注的循环网络,用于深度ANC和缩小尺寸.
  • 引入了使用预测噪音进行ANC的延迟补偿训练策略.
  • 使用修订的重叠添加方法进行信号重合成,以最大限度地减少重叠延迟.

主要成果:

  • 提出的策略有效地减少了深度ANC中的算法延迟.
  • 结合这些策略,可以实现零甚至负算法延迟.
  • 在没有显著退化的情况下,ANC性能保持不变.

结论:

  • 开发的策略对于实现低延迟的深度ANC是有效的.
关键词:
活动噪音控制 活动噪音控制算法延迟是一种算法延迟.专心循环网络 (ARN) 是一个专心循环网络.在深度ANC ANC中.低潜伏时间的低潜伏时间

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  • 在ANC系统中,有可能实现接近零或负算法延迟.
  • 深度学习可以实际应用到实时ANC,并缓解延迟.